Objectively Diagnosing Pulpitis: Opportunities and Methodological Challenges in the Development of Point-of-Care Assays
Abstract
1. Introduction
2. Pulpitis
2.1. The Pulp in Health and Disease
2.2. Prevalence and Impact of Pulpitis
2.2.1. Age and Socioeconomic Factors in Pulpitis
2.2.2. Geographic Variations in Pulpitis
2.2.3. Economic and Social Impacts of Pulpitis
2.2.4. General Health Implications of Pulpitis
3. Prevention and Management of Pulpitis
3.1. Importance of Accurate and Timely Diagnosis
3.2. Current Treatment Modalities Based on Severity of Pulpitis
4. Diagnostic Tools for Pulpitis
4.1. Traditional Diagnostics for Pulp Disease
4.1.1. Clinical Symptoms and Pain Assessment
4.1.2. Pulp Sensibility Testing
4.1.3. Imaging Techniques
4.1.4. Histological Analysis
4.2. Molecular Diagnostics for Pulpitis
4.2.1. Molecular Origins of Biomarkers for Pulpitis
4.2.2. Types of Biomarkers
DNA-Based Biomarkers
RNA-Based Biomarkers
Protein-Based Biomarkers
4.2.3. Methods of Detection
Polymerase Chain Reaction (PCR) and Quantitative PCR (qPCR)
Western Blotting
Enzyme-Linked Immunosorbent Assay (ELISA)
Lateral Flow Tests
Transcriptomics
Proteomics
4.3. Point-of-Care Diagnostics for Pulpitis
4.3.1. Current State of Point-of-Care (PoC) Diagnostics in Dentistry
4.3.2. Potential of Biomarker-Based PoC Diagnostics
4.3.3. AI-Assisted Biomarker Integration in PoC Diagnostics
4.3.4. Challenges and Future Directions for the Development of PoC Diagnostics
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Data Availability Statement
Conflicts of Interest
Abbreviations
| AI | Artificial intelligence |
| ML | Machine learning |
| miRNA | MicroRNA |
| PRRs | Pattern recognition receptors |
| PAMPs | Pathogen-associated molecular patterns |
| DAMPs | Damage-associated molecular patterns |
| TLRs | Toll-like receptors |
| NF-kB | Nuclear factor kB |
| MCP-1 | Monocyte chemoattractant protein 1 |
| DCs | Dendritic cells |
| MHC | Major histocompatibility complex |
| COX2 | Cycloxygenase-2 |
| MPO | Myeloperoxidase |
| MMP | Matrix metalloproteinase |
| ECM | Extracellular matrix |
| VEGF | Vascular endothelial growth factor |
| HIF-1α | Hypoxia-inducible factor-1α |
| MAC | Membrane attack complex |
| CGRPα | Calcitonin gene-related peptide |
| SP | Substance P |
References
- Wu, J.; Chen, J.; Lv, C.; Zhou, L. Global, regional, and National levels and trends in burden of dental caries and periodontal disease from 1990 to 2035: Result from the global burden of disease study 2021. BMC Oral Health. 2025, 25, 844. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Duncan, H.F.; Kirkevang, L.L.; Peters, O.A.; El-Karim, I.; Krastl, G.; Del Fabbro, M.; Chong, B.S.; Galler, K.M.; Segura-Egea, J.J.; Kebschull, M.; et al. Treatment of pulpal and apical disease: The European Society of Endodontology (ESE) S3-level clinical practice guideline. Int. Endod. J. 2023, 56, 238–295. [Google Scholar] [CrossRef] [Scilit]
- Duncan, H.F.; Galler, K.M.; Tomson, P.L.; Simon, S.; El-Karim, I.; Kundzina, R.; Krastl, G.; Dammaschke, T.; Fransson, H.; Markvart, M.; et al. European Society of Endodontology position statement: Management of deep caries and the exposed pulp. Int. Endod. J. 2019, 52, 923–934. [Google Scholar] [CrossRef] [Scilit]
- AAE Position Statement on Vital Pulp Therapy. J. Endod. 2021, 47, 1340–1344. [CrossRef] [Scilit]
- Bjørndal, L.; Simon, S.; Tomson, P.L.; Duncan, H.F. Management of deep caries and the exposed pulp. Int. Endod. J. 2019, 52, 949–973. [Google Scholar] [CrossRef] [Scilit]
- Duncan, H.F. Present status and future directions—Vital pulp treatment and pulp preservation strategies. Int. Endod. J. 2022, 55, 497–511. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Ricucci, D.; Loghin, S.; Siqueira, J.F. Correlation between Clinical and Histologic Pulp Diagnoses. J. Endod. 2014, 40, 1932–1939. [Google Scholar] [CrossRef] [Scilit]
- Brizuela, C.; Chaparro, A.; Valencia, M.I.; Bendek, M.J.; Duncan, H.F.; Segura-Egea, J.J.; Alhucema, C.; Ramírez, V. Proteomic Profiling of Dentinal Fluid for the Identification of Biomarkers in Pulpal Inflammation: An Exploratory Study. Int. Endod. J. 2025, 58, 1890–1901. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Rechenberg, D.-K.; Galicia, J.C.; Peters, O.A. Biological Markers for Pulpal Inflammation: A Systematic Review. PLoS ONE 2016, 11, e0167289. [Google Scholar] [CrossRef] [Scilit]
- Chen, M.; Zeng, J.; Yang, Y.; Wu, B. Diagnostic biomarker candidates for pulpitis revealed by bioinformatics analysis of merged microarray gene expression datasets. BMC Oral Health 2020, 20, 279. [Google Scholar] [CrossRef] [Scilit]
- Hirsch, V.; Wolgin, M.; Mitronin, A.V.; Kielbassa, A.M. Inflammatory cytokines in normal and irreversibly inflamed pulps: A systematic review. Arch. Oral Biol. 2017, 82, 38–46. [Google Scholar] [CrossRef] [Scilit]
- Lin, L.M.; Ricucci, D.; Saoud, T.M.; Sigurdsson, A.; Kahler, B. Vital pulp therapy of mature permanent teeth with irreversible pulpitis from the perspective of pulp biology. Aust. Endod. J. 2020, 46, 154–166. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Simmer, J.P.; Papagerakis, P.; Smith, C.E.; Fisher, D.C.; Rountrey, A.N.; Zheng, L.; Hu, J.C.C. Regulation of dental enamel shape and hardness. J. Dent. Res. 2020, 89, 1024–1038. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Cooper, P.R.; Holder, M.J.; Smith, A.J. Inflammation and regeneration in the dentin-pulp complex: A double-edged sword. J. Endod. 2014, 40, S46–S51. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Smith, A.J.; Cassidy, N.; Perry, H.; Bègue-Kirn, C.; Ruch, J.V.; Lesot, H. Reactionary dentinogenesis. Int. J. Dev. Biol. 1995, 39, 273–280. [Google Scholar]
- Álvarez-Vásquez, J.L.; Castañeda-Alvarado, C.P. Dental Pulp Fibroblast: A Star Cell. J. Endod. 2022, 48, 1005–1019. [Google Scholar] [CrossRef] [Scilit]
- Huang, G.T.-J.; Gronthos, S.; Shi, S. Mesenchymal stem cells derived from dental tissues vs. those from other sources: Their biology and role in regenerative medicine. J. Dent. Res. 2009, 88, 792–806. [Google Scholar] [CrossRef] [Scilit]
- Huang, G.T.-J.; Sonoyama, W.; Chen, J.; Park, S.H. In vitro characterization of human dental pulp cells: Various isolation methods and culturing environments. Cell Tissue Res. 2006, 324, 2. [Google Scholar] [CrossRef] [Scilit]
- About, I.; Bottero, M.J.; de Denato, P.; Camps, J.; Franquin, J.C.; Mitsiadis, T.A. Human dentin production in vitro. Exp. Cell Res. 2000, 258, 33–41. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Trowbridge, H.O. Pathogenesis of pulpitis resulting from dental caries. J. Endod. 1981, 7, 52–60. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Beertsen, W.; McCulloch, C.A.; Sodek, J. The periodontal ligament: A unique, multifunctional connective tissue. Periodontol. 2000 1997, 13, 20–40. [Google Scholar] [CrossRef] [Scilit]
- Smith, A.J.; Duncan, H.F.; Diogenes, A.; Simon, S.; Cooper, P.R. Exploiting the Bioactive Properties of the Dentin-Pulp Complex in Regenerative Endodontics. J. Endod. 2016, 42, 47–56. [Google Scholar] [CrossRef] [Scilit]
- Gronthos, S.; Mankani, M.; Brahim, J.; Robey, P.G.; Shi, S. Postnatal human dental pulp stem cells (DPSCs) in vitro and in vivo. Proc. Natl. Acad. Sci. USA 2000, 97, 13625–13630. [Google Scholar] [CrossRef] [Scilit]
- Seo, M.-S.; Hwang, K.-G.; Lee, J.; Kim, H.; Baek, S.-H. The effect of mineral trioxide aggregate on odontogenic differentiation in dental pulp stem cells. J. Endod. 2013, 39, 242–248. [Google Scholar] [CrossRef] [Scilit]
- Farges, J.C.; Alliot-Licht, B.; Renard, E.; Ducret, M.; Gaudin, A.; Smith, A.J.; Cooper, P.R. Dental Pulp Defence and Repair Mechanisms in Dental Caries. Mediat. Inflamm. 2015, 2015, 230251. [Google Scholar] [CrossRef] [Scilit]
- Park, S.H.; Ye, L.; Love, R.M.; Farges, J.-C.; Yumoto, H. Inflammation of the Dental Pulp. Mediat. Inflamm. 2015, 2015, 980196. [Google Scholar] [CrossRef] [Scilit]
- Hahn, C.-L.; Liewehr, F.R. Innate immune responses of the dental pulp to caries. J. Endod. 2007, 33, 643–651. [Google Scholar] [CrossRef] [Scilit]
- Yumoto, H.; Hirao, K.; Hosokawa, Y.; Kuramoto, H.; Takegawa, D.; Nakanishi, T.; Matsuo, T. The roles of odontoblasts in dental pulp innate immunity. Jpn. Dent. Sci. Rev. 2018, 54, 105–117. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Närhi, M.; Jyväsjärvi, E.; Virtanen, A.; Huopaniemi, T.; Ngassapa, D.; Hirvonen, T. Role of intradental A- and C-type nerve fibres in dental pain mechanisms. Proc. Finn. Dent. Soc. 1992, 88, 507–516. [Google Scholar] [PubMed]
- Michaelson, P.L.; Holland, G.R. Is pulpitis painful? Int. Endod. J. 2002, 35, 829–832. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Mjör, I.A.; Tronstad, L. The healing of experimentally induced pulpitis. Oral Surg. Oral Med. Oral Pathol. 1974, 38, 115–121. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Kassebaum, N.J.; Bernabé, E.; Dahiya, M.; Bhandari, B.; Murray, C.J.L.; Marcenes, W. Global burden of untreated caries: A systematic review and metaregression. J. Dent. Res. 2015, 94, 650–658. [Google Scholar] [CrossRef] [Scilit]
- Bernabé, E.; Sheiham, A. Age, period and cohort trends in caries of permanent teeth in four developed countries. Am. J. Public Health 2014, 104, e115–e121. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Listl, S.; Galloway, J.; Mossey, P.A.; Marcenes, W. Global Economic Impact of Dental Diseases. J. Dent. Res. 2015, 94, 1355–1361. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Govula, K.; Anumala, L.; Kirubakaran, R. Estimation of the Prevalence of Pulpitis in the Tertiary Care Hospital in Nellore district-A cross sectional study. IOSR J. Dent. Med. Sci. 2019, 18, 63–66. [Google Scholar]
- Damyanova, D.M.; Angelova, S.; Andreeva-Borisova, R. Estimation of Pulpitis Prevalence in Primary Dentition. Dent. Res. Oral Health 2018, 1, 29–33. [Google Scholar] [CrossRef] [Scilit]
- Bertilsson, C.; Borg, E.; Sten, S.; Hessman, E.; Sjöblom, H.; Lingström, P. Prevalence of Dental Caries in Past European Populations: A Systematic Review. Caries Res. 2022, 56, 15–28. [Google Scholar] [CrossRef] [Scilit]
- Sengupta, K.; Christensen, L.B.; Mortensen, L.H.; Skovgaard, L.T.; Andersen, I. Trends in socioeconomic inequalities in oral health among 15-year-old Danish adolescents during 1995–2013: A nationwide, register-based, repeated cross-sectional study. Community Dent. Oral Epidemiol. 2017, 45, 458–468. [Google Scholar] [CrossRef] [Scilit]
- Zhu, L.; Liu, W.; Deng, X.; Chen, Z.; Chen, J.; Qian, W. Full pulpotomy versus root canal therapy in mature teeth with irreversible pulpitis: A randomized controlled trial. BMC Oral Health 2024, 24, 1231. [Google Scholar] [CrossRef] [Scilit]
- Teshome, A.; Muche, A.; Girma, B. Prevalence of Dental Caries and Associated Factors in East Africa, 2000–2020: Systematic Review and Meta-Analysis. Front. Public Health 2021, 9, 645091. [Google Scholar] [CrossRef] [Scilit]
- Lorduy, M.C.; Marrugo, S.P.; Aguilar, K.H.; Ariza, L.G. Epidemiology and prevalence of pulp and periapical pathologies. Rev. Salud Uninorte 2018, 34, 294–301. [Google Scholar] [CrossRef] [Scilit]
- Pérez, A.-S.-S.; Bolado, E.-C.; Camacho-Aparicio, L.A.; Hervert, L.-P.-C. Prevalence of pulp and periapical diseases in the endodontic postgraduate program at the national autonomous University of Mexico 2014–2019. J. Clin. Exp. Dent. 2023, 15, e470–e477. [Google Scholar] [CrossRef] [Scilit]
- Uribe, S.E.; Innes, N.; Maldupa, I. The global prevalence of early childhood caries: A systematic review with meta-analysis using the WHO diagnostic criteria. Int. J. Paediatr. Dent. 2021, 31, 817–830. [Google Scholar] [CrossRef] [Scilit]
- Whelton, H.; Crowley, E.; O’Mullane, D.; Woods, N.; McGrath, C.P.J.; Kelleher, V.; Guiney, H.; Byrtek, M. Oral Health of Irish Adults 2000—2002; Brunswick Press Ltd.: Hertfordshire, UK, 2007; Available online: http://hub.hku.hk/handle/10722/117731 (accessed on 27 December 2025).
- Holland, G.R. Dental Pain, Etiology, Pathogenesis and Management. In Encyclopedia of Pain; Schmidt, R.F., Willis, W.D., Eds.; Springer: Berlin/Heidelberg, Germany, 2007; pp. 538–540. [Google Scholar] [CrossRef] [Scilit]
- Teves-Cordova, A.; Coloma Calle, L.; Mejia Rojas, P.; Goncalves-Pereira, J.; Duarte, M.A.H. Vital Pulp Therapy in Permanent Teeth Diagnosed with Symptomatic Irreversible Pulpitis: Reports with Long-Term Controls. Case Rep. Dent. 2023, 2023, 2694388. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Bui, F.Q.; Almeida-da-Silva, C.L.C.; Huynh, B.; Trinh, A.; Liu, J.; Woodward, J.; Asadi, H.; Ojcius, D.M. Association between periodontal pathogens and systemic disease. Biomed. J. 2019, 42, 27–35. [Google Scholar] [CrossRef] [Scilit]
- Petersen, P.E. World Health Organization global policy for improvement of oral health—World Health Assembly 2007. Int. Dent. J. 2008, 58, 115–121. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Donnermeyer, D.; Dammaschke, T.; Lipski, M.; Schäfer, E. Effectiveness of diagnosing pulpitis: A systematic review. Int. Endod. J. 2023, 56, 296–325. [Google Scholar] [CrossRef] [Scilit]
- Naved, N.; Umer, F.; Khowaja, A.R. Irreversible pulpitis in mature permanent teeth: A cost-effectiveness analysis of pulpotomy versus root canal treatment. BMC Oral Health 2024, 24, 285. [Google Scholar] [CrossRef] [Scilit]
- Bhat, R.; Shetty, S.; Rai, P.; Kumar, B.K.; Shetty, P. Revolutionizing the diagnosis of irreversible pulpitis—Current strategies and future directions. J. Oral Biosci. 2024, 66, 272–280. [Google Scholar] [CrossRef] [Scilit]
- Harms, C.S.; Schäfer, E.; Dammaschke, T. Clinical evaluation of direct pulp capping using a calcium silicate cement—Treatment outcomes over an average period of 2.3 years. Clin. Oral Investig. 2019, 23, 3491–3499. [Google Scholar] [CrossRef] [Scilit]
- Dammaschke, T.; Leidinger, J.; Schäfer, E. Long-term evaluation of direct pulp capping—Treatment outcomes over an average period of 6.1 years. Clin. Oral Investig. 2010, 14, 559–567. [Google Scholar] [CrossRef] [Scilit]
- Ballal, N.V.; Duncan, H.F.; Wiedemeier, D.B.; Rai, N.; Jalan, P.; Bhat, V.; Belle, V.S.; Zehnder, M. 4-Year Pulp Survival in a Randomized Trial on Direct Pulp Capping. J. Endod. 2024, 50, 4–9. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Taha, N.A.; Albakri, S.W. Outcome and Prognostic Factors for Partial and Full Pulpotomy in the Management of Spontaneous Symptomatic Pulpitis in Carious Mature Permanent Teeth: A Randomized Clinical Trial. J. Endod. 2024, 50, 889–898. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Ballal, N.V.; Duncan, H.F.; Wiedemeier, D.B.; Rai, N.; Jalan, P.; Bhat, V.; Bellem, V.S.; Zehnder, M. MMP-9 Levels and NaOCl Lavage in Randomized Trial on Direct Pulp Capping. J. Dent. Res. 2022, 101, 414–419. [Google Scholar] [CrossRef] [Scilit]
- Bender, I.B. Reversible and irreversible painful pulpitis: Diagnosis and treatment. Aust. Endod. J. 2000, 26, 10–14. [Google Scholar] [CrossRef] [Scilit]
- Dummer, P.M.; Hicks, R.; Huws, D. Clinical signs and symptoms in pulp disease. Int. Endod. J. 1980, 13, 27–35. [Google Scholar] [CrossRef] [Scilit]
- Careddu, R.; Duncan, H.F. A prospective clinical study investigating the effectiveness of partial pulpotomy after relating preoperative symptoms to a new and established classification of pulpitis. Int. Endod. J. 2021, 54, 2156–2172. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Demant, S.; Dabelsteen, S.; Bjørndal, L. A macroscopic and histological analysis of radiographically well-defined deep and extremely deep carious lesions: Carious lesion characteristics as indicators of the level of bacterial penetration and pulp response. Int. Endod. J. 2021, 54, 319–330. [Google Scholar] [CrossRef] [Scilit]
- Seltzer, S.; Bender, I.B.; Ziontz, M. The dynamics of pulp inflammation: Correlations between diagnostic data and actual histologic findings in the pulp. Oral Surg. Oral Med. Oral Pathol. 1963, 16, 846–871. [Google Scholar] [CrossRef] [Scilit]
- Afkhami, F.; Wright, P.P.; Chien, P.Y.; Xu, C.; Walsh, L.J.; Peters, O.A. Exploring approaches to pulp vitality assessment: A scoping review of nontraditional methods. Int. Endod. J. 2024, 57, 1065–1098. [Google Scholar] [CrossRef] [Scilit]
- Patel, S.; Dawood, A.; Whaites, E.; Pitt Ford, T. New dimensions in endodontic imaging: Part 1. Conventional and alternative radiographic systems. Int. Endod. J. 2009, 42, 447–462. [Google Scholar] [CrossRef] [Scilit]
- Essam, O.; Umerji, S.; Blundell, K. Endodontic assessment, complexity, diagnosis and treatment planning. Br. Dent. J. 2025, 238, 441–447. [Google Scholar] [CrossRef] [Scilit]
- Durand, S.H.; Flacher, V.; Roméas, A.; Carrouel, F.; Colomb, E.; Vincent, C.; Magloire, H.; Couble, M.L.; Bleicher, F.; Staquetm, M.J.; et al. Lipoteichoic acid increases TLR and functional chemokine expression while reducing dentin formation in in vitro differentiated human odontoblasts. J. Immunol. 2006, 176, 2880–2887. [Google Scholar] [CrossRef] [Scilit]
- Ricciotti, E.; FitzGerald, G.A. Prostaglandins and inflammation. Arterioscler. Thromb. Vasc. Biol. 2011, 31, 986–1000. [Google Scholar] [CrossRef] [Scilit]
- Zelová, H.; Hošek, J. TNF-α signalling and inflammation: Interactions between old acquaintances. Inflamm. Res. 2013, 62, 641–651. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Molina-Holgado, E.; Ortiz, S.; Molina-Holgado, F.; Guaza, C. Induction of COX-2 and PGE(2) biosynthesis by IL-1beta is mediated by PKC and mitogen-activated protein kinases in murine astrocytes. Br. J. Pharmacol. 2000, 131, 152–159. [Google Scholar] [CrossRef] [Scilit]
- Tipton, D.A.; Flynn, J.C.; Stein, S.H.; Dabbous, M.K. Cyclooxygenase-2 Inhibitors Decrease Interleukin-1β-Stimulated Prostaglandin E2 and IL-6 Production by Human Gingival Fibroblasts. J. Periodontol. 2003, 74, 1754–1763. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Gschwandtner, M.; Derler, R.; Midwood, K.S. More Than Just Attractive: How CCL2 Influences Myeloid Cell Behavior Beyond Chemotaxis. Front. Immunol. 2019, 10, 2759. [Google Scholar] [CrossRef] [Scilit]
- Farges, J.C.; Keller, J.F.; Carrouel, F.; Durand, S.H.; Romeas, A.; Bleicher, F.; Lebecque, S.; Staquet, M.J. Odontoblasts in the dental pulp immune response. J. Exp. Zool. B Mol. Dev. Evol. 2009, 312B, 425–436. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Wahlgren, J.; Salo, T.; Teronen, O.; Luoto, H.; Sorsa, T.; Tjäderhane, L. Matrix metalloproteinase-8 (MMP-8) in pulpal and periapical inflammation and periapical root-canal exudates. Int. Endod. J. 2002, 35, 897–904. [Google Scholar] [CrossRef] [Scilit]
- Kamglom, N.; Pugdee, K.; Aguilar, P. Matrix metalloproteinase 8 production of cariously-exposed irreversible pulpitis. J. Dent. Sci. 2025, in press. [Google Scholar] [CrossRef] [Scilit]
- Sharma, R.; Kumar, V.; Logani, A.; Chawla, A.; Mir, R.A.; Sharma, S.; Kalaivani, M. Association between concentration of active MMP-9 in pulpal blood and pulpotomy outcome in permanent mature teeth with irreversible pulpitis—A preliminary study. Int. Endod. J. 2021, 54, 479–489. [Google Scholar] [CrossRef] [Scilit]
- Reijerkerk, A.; Kooij, G.; van der Pol, S.M.; Khazen, S.; Dijkstra, C.D.; de Vries, H.E. Diapedesis of monocytes is associated with MMP-mediated occludin disappearance in brain endothelial cells. FASEB J. 2006, 20, 2550–2552. [Google Scholar] [CrossRef] [Scilit]
- Shao, L.; Wang, Q.; Chen, B.; Zheng, Y. The Roles and Molecular Mechanisms of HIF-1α in Pulpitis. J. Dent. Res. 2025, 104, 715–724. [Google Scholar] [CrossRef] [Scilit]
- Chmilewsky, F.; Jeanneau, C.; Laurent, P.; About, I. Pulp fibroblasts synthesize functional complement proteins involved in initiating dentin-pulp regeneration. Am. J. Pathol. 2014, 184, 1991–2000. [Google Scholar] [CrossRef] [Scilit]
- Bergmann, M.; Jeanneau, C.; Giraud, T.; Richard, G.; About, I. Complement activation links inflammation to dental tissue regeneration. Clin. Oral Investig. 2020, 24, 4185–4196. [Google Scholar] [CrossRef] [Scilit]
- Caviedes-Bucheli, J.; Muñoz, H.R.; Azuero-Holguín, M.M.; Ulate, E. Neuropeptides in dental pulp: The silent protagonists. J. Endod. 2008, 34, 773–788. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Iyengar, S.; Ossipov, M.H.; Johnson, K.W. The role of calcitonin gene-related peptide in peripheral and central pain mechanisms including migraine. Pain 2017, 158, 543–559. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Dogan Buzoglu, H.; Ozcan, M.; Bozdemir, O.; Aydin Akkurt, K.S.; Zeybek, N.D.; Bayazit, Y. Evaluation of oxidative stress cycle in healthy and inflamed dental pulp tissue: A laboratory investigation. Clin. Oral Investig. 2023, 27, 5913–5923. [Google Scholar] [CrossRef] [Scilit]
- Fang, Y.; Li, Z.; Yang, L.; Li, W.; Wang, Y.; Kong, Z.; Miao, J.; Chen, Y.; Bian, Y.; Zeng, L. Emerging roles of lactate in acute and chronic inflammation. Cell Commun. Signal. 2024, 22, 276. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Yu, F.; Wang, P.; Gong, G. Dysregulation of MicroRNA-152-3p is Associated with the Pathogenesis of Pulpitis by Modulating SMAD5. Oral Health Prev. Dent. 2023, 21, 211–218. [Google Scholar] [CrossRef] [Scilit]
- Wu, S.; Xu, X.; Gao, S.; Huo, S.; Wan, M.; Zhou, X.; Zhou, X.; Zheng, L.; Zhou, Y. MicroRNA-93-5p regulates odontogenic differentiation and dentin formation via KDM6B. J. Transl. Med. 2024, 22, 54. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Lu, C.; Yang, G.J.; Peng, X. MicroRNAs in pulpitis: Regulatory mechanisms and therapeutic potential. Int. J. Biol. Macromol. 2025, 318, 145025. [Google Scholar] [CrossRef] [Scilit]
- Pohl, S.; Akamp, T.; Smeda, M.; Uderhardt, S.; Besold, D.; Krastl, G.; Galler, K.M.; Buchalla, W.; Widbiller, M. Understanding dental pulp inflammation: From signaling to structure. Front. Immunol. 2024, 15, 1474466. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Galler, K.M.; Weber, M.; Korkmaz, Y.; Widbiller, M.; Feuerer, M. Inflammatory Response Mechanisms of the Dentine-Pulp Complex and the Periapical Tissues. Int. J. Mol. Sci. 2021, 22, 1480. [Google Scholar] [CrossRef] [Scilit]
- Bhingare, A.C.; Ohno, T.; Tomura, M.; Zhang, C.; Aramaki, O.; Otsuki, M.; Tagami, J.; Azuma, M. Dental pulp dendritic cells migrate to regional lymph nodes. J. Dent. Res. 2014, 93, 288–293. [Google Scholar] [CrossRef] [Scilit]
- Nie, L.; Cai, S.Y.; Shao, J.Z.; Chen, J. Toll-Like Receptors, Associated Biological Roles, and Signaling Networks in Non-Mammals. Front. Immunol. 2018, 9, 1523. [Google Scholar] [CrossRef] [Scilit]
- Duan, T.; Du, Y.; Xing, C.; Wang, H.Y.; Wang, R.F. Toll-Like Receptor Signaling and Its Role in Cell-Mediated Immunity. Front. Immunol. 2022, 13, 812774. [Google Scholar] [CrossRef] [Scilit]
- Muntjewerff, E.M.; Meesters, L.D.; van den Bogaart, G. Antigen Cross-Presentation by Macrophages. Front. Immunol. 2020, 11, 1276. [Google Scholar] [CrossRef] [Scilit]
- Ten Broeke, T.; Wubbolts, R.; Stoorvogel, W. MHC class II antigen presentation by dendritic cells regulated through endosomal sorting. Cold Spring Harb. Perspect. Biol. 2013, 5, a016873. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Schmidt, S.V.; Nino-Castro, A.C.; Schultze, J.L. Regulatory dendritic cells: There is more than just immune activation. Front. Immunol. 2012, 3, 274. [Google Scholar] [CrossRef] [Scilit]
- Nawal, R.R.; Yadav, S.; Duncan, H.F.; Talwar, S.; Kaushik, A.; Singh, V.K.; Koner, B.C. Discriminatory performance of the pulpal inflammatory biomarkers; Interleukin-8 and TNF-α in patients with symptoms indicative of reversible and irreversible pulpitis: A diagnostic accuracy study. Int. Endod. J. 2024, 57, 1200–1211. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Bouffi, C.; Bony, C.; Courties, G.; Jorgensen, C.; Noël, D. IL-6-dependent PGE2 secretion by mesenchymal stem cells inhibits local inflammation in experimental arthritis. PLoS ONE 2010, 5, e14247. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Gaudin, A.; Renard, E.; Hill, M.; Bouchet-Delbos, L.; Bienvenu-Louvet, G.; Farges, J.C.; Cuturi, M.C.; Alliot-Licht, B. Phenotypic analysis of immunocompetent cells in healthy human dental pulp. J. Endod. 2015, 41, 621–627. [Google Scholar] [CrossRef] [Scilit]
- Hashizume, M.; Higuchi, Y.; Uchiyama, Y.; Mihara, M. IL-6 plays an essential role in neutrophilia under inflammation. Cytokine 2011, 54, 92–99. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Kolaczkowska, E.; Kubes, P. Neutrophil recruitment and function in health and inflammation. Nat. Rev. Immunol. 2013, 13, 59–75. [Google Scholar] [CrossRef] [Scilit]
- Kessenbrock, K.; Plaks, V.; Werb, Z. Matrix metalloproteinases: Regulators of the tumor microenvironment. Cell 2010, 141, 52–67. [Google Scholar] [CrossRef] [Scilit]
- Khan, A.A.; Alsahli, M.A.; Rahmani, A.H. Myeloperoxidase as an Active Disease Biomarker: Recent Biochemical and Pathological Perspectives. Med. Sci. 2018, 6, 33. [Google Scholar] [CrossRef] [Scilit]
- Zhang, S.C.; Kern, M. The role of host-derived dentinal matrix metalloproteinases in reducing dentin bonding of resin adhesives. Int. J. Oral. Sci. 2009, 1, 163–176. [Google Scholar] [CrossRef] [Scilit]
- Aguirre-López, E.C.; Patiño-Marín, N.; Martínez-Castañón, G.A.; Medina-Solís, C.E.; Castillo-Silva, B.E.; Cepeda-Argüelles, O.; Aguilera-Galaviz, L.A.; Rosales-García, P. Levels of matrix metalloproteinase-8 and cold test in reversible and irreversible pulpitis. Medicine 2020, 99, e23782. [Google Scholar] [CrossRef] [Scilit]
- Yabluchanskiy, A.; Ma, Y.; Iyer, R.P.; Hall, M.E.; Lindsey, M.L. Matrix metalloproteinase-9: Many shades of function in cardiovascular disease. Physiology 2013, 28, 391–403. [Google Scholar] [CrossRef] [Scilit]
- Abbott, P.V.; Yu, C. A clinical classification of the status of the pulp and the root canal system. Aust. Dent. J. 2007, 52, S17–S31. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Corcoran, S.E.; O’Neill, L.A. HIF1α and metabolic reprogramming in inflammation. J. Clin. Investig. 2016, 126, 3699–3707. [Google Scholar] [CrossRef] [Scilit]
- Rufas, P.; Jeanneau, C.; Rombouts, C.; Laurent, P.; About, I. Complement C3a Mobilizes Dental Pulp Stem Cells and Specifically Guides Pulp Fibroblast Recruitment. J. Endod. 2016, 42, 1377–1384. [Google Scholar] [CrossRef] [Scilit]
- Chmilewsky, F.; Jeanneau, C.; Laurent, P.; Kirschfink, M.; About, I. Pulp progenitor cell recruitment is selectively guided by a C5a gradient. J. Dent. Res. 2013, 92, 532–539. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Chmilewsky, F.; About, I.; Chung, S.H. Pulp Fibroblasts Control Nerve Regeneration through Complement Activation. J. Dent. Res. 2016, 95, 913–922. [Google Scholar] [CrossRef] [Scilit]
- Chmilewsky, F.; About, I.; Cooper, L.F.; Chung, S.H. C5L2 Silencing in Human Pulp Fibroblasts Enhances Nerve Outgrowth Under Lipoteichoic Acid Stimulation. J. Endod. 2018, 44, 1396–1401. [Google Scholar] [CrossRef] [Scilit]
- Bartel, D.P. MicroRNAs: Genomics, biogenesis, mechanism, and function. Cell 2004, 116, 281–297. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Carthew, R.W.; Sontheimer, E.J. Origins and Mechanisms of miRNAs and siRNAs. Cell 2009, 136, 642–655. [Google Scholar] [CrossRef] [Scilit]
- Al Natour, B.; Lundym, F.T.; About, I.; Jeanneau, C.; Dombrowski, Y.; El Karim, I.A. Regulation of caries-induced pulp inflammation by NLRP3 inflammasome: A laboratory-based investigation. Int. Endod. J. 2023, 56, 193–202. [Google Scholar] [CrossRef] [Scilit]
- Abd-Elmeguid, A.; Abdeldayem, M.; Kline, L.W.; Moqbel, R.; Vliagoftis, H.; Yu, D.C. Osteocalcin Expression in Pulp Inflammation. J. Endod. 2013, 39, 865–872. [Google Scholar] [CrossRef] [Scilit]
- Petrini, M.; Ferrante, M.; Ciavarelli, L.; Brunetti, L.; Vacca, M.; Spoto, G. Prostaglandin E2 to diagnose between reversible and irreversible pulpitis. Int. J. Immunopathol. Pharmacol. 2012, 25, 157–163. [Google Scholar] [CrossRef] [Scilit]
- Kinyua, D.M.; Memeu, D.M.; Mugo Mwenda, C.N.; Ventura, B.D.; Velotta, R. Advancements and Applications of Lateral Flow Assays (LFAs): A Comprehensive Review. Sensors 2025, 25, 5414. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Jacimovic, J.; Jakovljevic, A.; Nagendrababu, V.; Duncan, H.F.; Dummer, P.M.H. A bibliometric analysis of the dental scientific literature on COVID-19. Clin. Oral Investig. 2021, 25, 6171–6183. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Mischak, H.; Ioannidis, J.P.; Argiles, A.; Attwood, T.K.; Bongcam-Rudloff, E.; Broenstrup, M.; Charonis, A.; Chrousos, G.P.; Delles, C.; Dominiczak, A.; et al. Implementation of proteomic biomarkers: Making it work. Eur. J. Clin. Investig. 2012, 42, 1027–1036. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Petersson, K.; Söderström, C.; Kiani-Anaraki, M.; Lévy, G. Evaluation of the ability of thermal and electrical tests to register pulp vitality. Endod. Dent. Traumatol. 1999, 15, 127–131. [Google Scholar] [CrossRef] [Scilit]
- Han, G.R.; Goncharov, A.; Eryilmaz, M.; Ye, S.; Palanisamy, B.; Ghosh, R.; Lisi, F.; Rogers, E.; Guzman, D.; Yigci, D.; et al. Machine learning in point-of-care testing: Innovations, challenges, and opportunities. Nat. Commun. 2025, 16, 3165. [Google Scholar] [CrossRef] [Scilit]
- Shajari, S.; Kuruvinashetti, K.; Komeili, A.; Sundararaj, U. The Emergence of AI-Based Wearable Sensors for Digital Health Technology: A Review. Sensors 2023, 23, 9498. [Google Scholar] [CrossRef] [Scilit]
- Alum, E.U. AI-driven biomarker discovery: Enhancing precision in cancer diagnosis and prognosis. Discov. Oncol. 2025, 16, 313. [Google Scholar] [CrossRef] [Scilit]
- Javaid, H.; Petrescu, C.C.; Schmunk, L.J.; Monahan, J.M.; O’Reilly, P.; Garg, M.; McGirr, L.; Khasawneh, M.T.; Al Lail, M.; Ganta, D.; et al. The impact of artificial intelligence on biomarker discovery. Emerg. Top. Life Sci. 2025, 8, ETLS20243003. [Google Scholar] [CrossRef] [Scilit]



| Biomarker | Source | Function | Stage | Diagnostic Relevance | Reference |
|---|---|---|---|---|---|
| IL-1β | Odontoblasts Macrophages |
| Rev → Irrev | Reflects inflammatory burden | [65,66] |
| TNF-α | Macrophages DCs |
| Irrev | Marker of severe inflammation | [67] |
| IL-6 | Odontoblasts Fibroblasts |
| Rev → Irrev | Sensitive early-stage marker | [68,69] |
| CCL2 | Odontoblasts Fibroblasts |
| Early | Monocyte activation marker | [70] |
| IL-8 | Odontoblasts Fibroblasts |
| Early | Acute inflammation indicator | [71] |
| MMP-8 | Neutrophils |
| Rev → Irrev | Reflect collagen breakdown and inflammatory progression | [72,73] |
| MMP-9 | Neutrophils Macrophages |
| Irrev | Tissue destruction marker | [74] |
| MMP-2 | Neutrophils Fibroblasts |
| Irrev | Vascular injury marker | [75] |
| MPO | Neutrophils |
| Early | Inflammation and stress marker | [76] |
| VEGF | Fibroblasts Endothelium |
| Late | Hypoxia and repair marker | [76] |
| HIF-1α | Odontoblasts Fibroblasts |
| Late | Chronic hypoxia indicator | [76] |
| C3a/C5a | Fibroblasts |
| Rev/Regen | Dual inflammation–repair marker | [77,78] |
| MAC | Fibroblasts |
| Rev | Microbial control | [77,78] |
| SP | Aδ/C-Fibres |
| Irrev | Correlate with pain intensity | [79] |
| CGRPα | Aδ/C-Fibres |
| Irrev | Correlate with pain intensity | [80] |
| GSH | Fibroblasts |
| Rev → Irrev | Reflect oxidative stress balance and inflammatory burden | [81] |
| Lactate | Inflamed Pulp Cells |
| Irrev | Indicator of metabolic stress and tissue hypoxia | [82] |
| miRNA | Pulp Cells Immune Cells |
| Rev → Irrev | Epigenetic indicators of inflammation stage and progression | [83,84,85] |
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Walsh, D.; Quigley, R.; Ekperuoh, A.; Duncan, H.F. Objectively Diagnosing Pulpitis: Opportunities and Methodological Challenges in the Development of Point-of-Care Assays. Int. J. Mol. Sci. 2026, 27, 355. https://doi.org/10.3390/ijms27010355
Walsh D, Quigley R, Ekperuoh A, Duncan HF. Objectively Diagnosing Pulpitis: Opportunities and Methodological Challenges in the Development of Point-of-Care Assays. International Journal of Molecular Sciences. 2026; 27(1):355. https://doi.org/10.3390/ijms27010355
Chicago/Turabian StyleWalsh, Darren, Ross Quigley, Anthonia Ekperuoh, and Henry F. Duncan. 2026. "Objectively Diagnosing Pulpitis: Opportunities and Methodological Challenges in the Development of Point-of-Care Assays" International Journal of Molecular Sciences 27, no. 1: 355. https://doi.org/10.3390/ijms27010355
APA StyleWalsh, D., Quigley, R., Ekperuoh, A., & Duncan, H. F. (2026). Objectively Diagnosing Pulpitis: Opportunities and Methodological Challenges in the Development of Point-of-Care Assays. International Journal of Molecular Sciences, 27(1), 355. https://doi.org/10.3390/ijms27010355

